lmcinnes

umap

Uniform Manifold Approximation and Projection

pynndescent

A Python nearest neighbor descent for approximate nearest neighbors

glasbey

Algorithmically create or extend categorical colour palettes

enstop

Ensemble topic modelling with pLSA

umap_paper_notebooks

Notebooks in support of the UMAP paper

thisnotthat

A visual labeling system implemented in Jupyter widgets.

kereru

A density based clustering library

topic_mapping

hyperspy

Multidimensional data analysis

scikit-learn

scikit-learn: machine learning in Python

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

TextMAP

Tools for word and document embedding using UMAP

umap_doc_notebooks

Notebooks used to generate some of the UMAP documentation

bokeh

Interactive Web Plotting for Python

geomstats

Computations and statistics on manifolds with geometric structures.

hdbscan-feedstock

A conda-smithy repository for hdbscan.

penguins

A great intro dataset for data exploration & visualization (alternative to iris).

seaborn

Statistical data visualization using matplotlib

staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

vectorizers

Vectorizers for a range of different data types

conda-forge-pinning-feedstock

A conda-smithy repository for conda-forge-pinning.

embetter

just a bunch of useful embeddings

LOD_text_layer

A deck.gl composite layer providing level of detail text support

param_docs

Handle Param sphinx docstrings

persistence_wasserstein_benchmarking

Tools for benchmarking implementations of Wassersteing-Kantorovich distance between persistence diagrams

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

pynndescent-feedstock

A conda-smithy repository for pynndescent.

scanpy

Single-Cell Analysis in Python. Scales to >1M cells.

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

vectorizers_playground

Using the TIMC Document Vectorizers library